Run
2220

Run 2220

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9444
Per class
Confusion matrix
F measure
0.8835
Per class
Kappa
0.7646
KB relative information score
684874.4535
Mean absolute error
0.1684
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8841
Per class
Predictive accuracy
0.8833
Prior entropy
1
Ram hours
0
Recall
0.8833
Per class
Relative absolute error
0.3367
Root mean prior squared error
0.5
Root mean squared error
0.2963
Root relative squared error
0.5926
Run CPU time
14.87